My story is not a list of credentials. It is a single thread that has stayed consistent across every chapter: I take complex, high-stakes systems and make them reliable, secure, and measurable.
I started in biomedical engineering, working on hardware and software where failure has real human consequences. That shaped how I think. I start with failure modes and constraints, then design the system. My Ph.D. reinforced that approach by pushing me toward systems thinking, modeling before building, and taking second-order effects seriously.
At GSK, I worked inside a safety-critical,